$6,250 — ad spend for GPT-4o API (2023)

Name: Ad Spend Statistics
Creator: Lighthouse Research
Published: 2026-06-03

2023 · dev.to

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Source: dev.to View source

Curated by Aaron Agius · Founder, Louder Online

Last verified: 2026-06-03 · How we verify data →

Source verified Evidence graded

Value

$6,250

Unit

Currency Usd

Data Vintage

2023

Entity

GPT-4o API

Source

dev.to Primary Tier A

https://dev.to/jaipalsingh/slm-vs-llm-the-enterprise-decision-guide-with-real-cost-data-and-benchmar… ↗

Confidence: 1/100 Vintage: 2023

Source Article

A 1.3 billion parameter model matching GPT-4 on text-to-SQL benchmarks. A fine-tuned 7B model beating ChatGPT on tool-calling by 3x. A healthcare NLP system hitting 96% accuracy where GPT-4o manages 79%. These aren’t cherry-picked outliers. Research across multiple studies found that fine-tuned smal…

Original Research

dev.to · Original study ↗

Methodology

Total Cost by Volume

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Plain Text

GPT-4o API: $6,250 ad spend. Source: dev.to (2023). Via Lighthouse Research Data — https://lighthousedata.io/data/monthly-volume-cost-gpt4o

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<blockquote cite="https://lighthousedata.io/data/monthly-volume-cost-gpt4o" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$6,250</strong> — ad spend for GPT-4o API<br><small>Source: dev.to (2023) · <a href="https://lighthousedata.io/data/monthly-volume-cost-gpt4o" target="_blank" rel="noopener">Lighthouse Data</a></small></blockquote>

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